Self-Adapting Control Parameters in Differential Evolution: A Comparative Study on Numerical Benchmark Problems

2006 · IEEE Transactions on Evolutionary Computation · 3,081 citations · 9 from inside this corpus

Janez Brest, Sao Greiner low, Borko Boškovič, Marjan Mernik, V. Žumer low

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15 of 15 neighbouring works in this corpus. Blue is what this paper cites; orange is what cites it, and a dashed line is one neighbour citing another. Only the largest labels are drawn — every node carries its full title on hover.

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What this paper cites, inside the corpus

Paper	Year	Cited
Handbook of Genetic Algorithms	1991	7,316
Introduction to Evolutionary Computing	2003	4,188
Evolutionary programming made faster	1999	3,931
Differential Evolution - A simple and efficient adaptive scheme for global optimization o…	2004	3,355
Handbook of Evolutionary Computation	1997	3,013
Parameter control in evolutionary algorithms	1999	1,971

What cites it, inside the corpus

Paper	Year	Cited
Differential Evolution: A Survey of the State-of-the-Art	2010	5,295
JADE: Adaptive Differential Evolution With Optional External Archive	2009	3,744
Differential Evolution Algorithm With Strategy Adaptation for Global Numerical Optimizati…	2008	3,630
One Pixel Attack for Fooling Deep Neural Networks	2019	1,715
Opposition-Based Differential Evolution	2008	1,622
Improving the search performance of SHADE using linear population size reduction	2014	1,616
Recent advances in differential evolution – An updated survey	2016	1,594
Differential Evolution With Composite Trial Vector Generation Strategies and Control Para…	2011	1,434
Success-history based parameter adaptation for Differential Evolution	2013	1,367

Links

DOI · OpenAlex record

Topics

Metaheuristic Optimization Algorithms Research	Computer Science
Evolutionary Algorithms and Applications	Computer Science
Advanced Multi-Objective Optimization Algorithms	Computer Science

Is this record sound?

complete

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supports5 author record(s) attached.
supports32 reference(s) recorded.
supportsThe DOI's year agrees with the publication year.
supportsA title is present.

Provenance

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